Cargando…

Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade

SIMPLE SUMMARY: Androgen receptor signaling seems pivotal in aggressive salivary duct carcinoma. However, androgen deprivation therapy (ADT) frequently fails, emphasizing the need for biomarkers to predict treatment response. Here, the activities of several possible tumor-driving pathways were quant...

Descripción completa

Detalles Bibliográficos
Autores principales: Lassche, Gerben, Tada, Yuichiro, van Herpen, Carla M. L., Jonker, Marianne A., Nagao, Toshitaka, Saotome, Takashi, Hirai, Hideaki, Saigusa, Natsuki, Takahashi, Hideaki, Ojiri, Hiroya, van Engen-Van Grunsven, Adriana C. H., Schalken, Jack A., Fushimi, Chihiro, Verhaegh, Gerald W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307921/
https://www.ncbi.nlm.nih.gov/pubmed/34298742
http://dx.doi.org/10.3390/cancers13143527
_version_ 1783728158358372352
author Lassche, Gerben
Tada, Yuichiro
van Herpen, Carla M. L.
Jonker, Marianne A.
Nagao, Toshitaka
Saotome, Takashi
Hirai, Hideaki
Saigusa, Natsuki
Takahashi, Hideaki
Ojiri, Hiroya
van Engen-Van Grunsven, Adriana C. H.
Schalken, Jack A.
Fushimi, Chihiro
Verhaegh, Gerald W.
author_facet Lassche, Gerben
Tada, Yuichiro
van Herpen, Carla M. L.
Jonker, Marianne A.
Nagao, Toshitaka
Saotome, Takashi
Hirai, Hideaki
Saigusa, Natsuki
Takahashi, Hideaki
Ojiri, Hiroya
van Engen-Van Grunsven, Adriana C. H.
Schalken, Jack A.
Fushimi, Chihiro
Verhaegh, Gerald W.
author_sort Lassche, Gerben
collection PubMed
description SIMPLE SUMMARY: Androgen receptor signaling seems pivotal in aggressive salivary duct carcinoma. However, androgen deprivation therapy (ADT) frequently fails, emphasizing the need for biomarkers to predict treatment response. Here, the activities of several possible tumor-driving pathways were quantified and related to clinical outcome in a large cohort of SDC patients. Our results indicated that AR pathway activity and SRD5A1 expression levels can be used to predict response to ADT, which could prevent overtreatment in clinical practice. ABSTRACT: Patients suffering from recurrent or metastatic (R/M) salivary duct carcinoma (SDC) are often treated with combined androgen blockade (CAB). However, CAB frequently fails, resulting in a worse prognosis. Therefore, biomarkers that can predict treatment failure are urgently needed. mRNA from 76 R/M androgen receptor (AR)-positive SDC patients treated with leuprorelin acetate combined with bicalutamide was extracted from pre-treatment tumor specimens. AR, Notch, MAPK, TGFβ, estrogen receptor (ER), Hedgehog (HH), and PI3K signaling pathway activity scores (PAS) were determined based on the expression levels of target genes. Additionally, 5-alpha reductase type 1 (SRD5A1) expression was determined. These markers were related to clinical benefit (complete/partial response or stable disease ≥6 months) and progression-free and overall survival (PFS/OS). SRD5A1 expression had the highest general predictive value for clinical benefit and positive predictive value (PPV: 85.7%). AR PAS had the highest negative predictive value (NPV: 93.3%). The fitting of a multivariable model led to the identification of SRD5A1, TGFβ, and Notch PAS as the most predictive combination. High AR, high Notch, high ER, low HH PAS, and high SRD5A1 expression were also of prognostic importance regarding PFS and SRD5A1 expression levels for OS. AR, Notch PAS, and SRD5A1 expression have the potential to predict the clinical benefit of CAB treatment in SDC patients. SRD5A1 expression can identify patients that will and AR PAS patients that will not experience clinical benefit (85.7% and 93.3% for PPV and NPV, respectively). The predictive potential of SRD5A1 expression forms a rational basis for including SRD5A1-inhibitors in SDC patients’ treatment.
format Online
Article
Text
id pubmed-8307921
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83079212021-07-25 Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade Lassche, Gerben Tada, Yuichiro van Herpen, Carla M. L. Jonker, Marianne A. Nagao, Toshitaka Saotome, Takashi Hirai, Hideaki Saigusa, Natsuki Takahashi, Hideaki Ojiri, Hiroya van Engen-Van Grunsven, Adriana C. H. Schalken, Jack A. Fushimi, Chihiro Verhaegh, Gerald W. Cancers (Basel) Article SIMPLE SUMMARY: Androgen receptor signaling seems pivotal in aggressive salivary duct carcinoma. However, androgen deprivation therapy (ADT) frequently fails, emphasizing the need for biomarkers to predict treatment response. Here, the activities of several possible tumor-driving pathways were quantified and related to clinical outcome in a large cohort of SDC patients. Our results indicated that AR pathway activity and SRD5A1 expression levels can be used to predict response to ADT, which could prevent overtreatment in clinical practice. ABSTRACT: Patients suffering from recurrent or metastatic (R/M) salivary duct carcinoma (SDC) are often treated with combined androgen blockade (CAB). However, CAB frequently fails, resulting in a worse prognosis. Therefore, biomarkers that can predict treatment failure are urgently needed. mRNA from 76 R/M androgen receptor (AR)-positive SDC patients treated with leuprorelin acetate combined with bicalutamide was extracted from pre-treatment tumor specimens. AR, Notch, MAPK, TGFβ, estrogen receptor (ER), Hedgehog (HH), and PI3K signaling pathway activity scores (PAS) were determined based on the expression levels of target genes. Additionally, 5-alpha reductase type 1 (SRD5A1) expression was determined. These markers were related to clinical benefit (complete/partial response or stable disease ≥6 months) and progression-free and overall survival (PFS/OS). SRD5A1 expression had the highest general predictive value for clinical benefit and positive predictive value (PPV: 85.7%). AR PAS had the highest negative predictive value (NPV: 93.3%). The fitting of a multivariable model led to the identification of SRD5A1, TGFβ, and Notch PAS as the most predictive combination. High AR, high Notch, high ER, low HH PAS, and high SRD5A1 expression were also of prognostic importance regarding PFS and SRD5A1 expression levels for OS. AR, Notch PAS, and SRD5A1 expression have the potential to predict the clinical benefit of CAB treatment in SDC patients. SRD5A1 expression can identify patients that will and AR PAS patients that will not experience clinical benefit (85.7% and 93.3% for PPV and NPV, respectively). The predictive potential of SRD5A1 expression forms a rational basis for including SRD5A1-inhibitors in SDC patients’ treatment. MDPI 2021-07-14 /pmc/articles/PMC8307921/ /pubmed/34298742 http://dx.doi.org/10.3390/cancers13143527 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lassche, Gerben
Tada, Yuichiro
van Herpen, Carla M. L.
Jonker, Marianne A.
Nagao, Toshitaka
Saotome, Takashi
Hirai, Hideaki
Saigusa, Natsuki
Takahashi, Hideaki
Ojiri, Hiroya
van Engen-Van Grunsven, Adriana C. H.
Schalken, Jack A.
Fushimi, Chihiro
Verhaegh, Gerald W.
Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title_full Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title_fullStr Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title_full_unstemmed Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title_short Predictive and Prognostic Biomarker Identification in a Large Cohort of Androgen Receptor-Positive Salivary Duct Carcinoma Patients Scheduled for Combined Androgen Blockade
title_sort predictive and prognostic biomarker identification in a large cohort of androgen receptor-positive salivary duct carcinoma patients scheduled for combined androgen blockade
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307921/
https://www.ncbi.nlm.nih.gov/pubmed/34298742
http://dx.doi.org/10.3390/cancers13143527
work_keys_str_mv AT lasschegerben predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT tadayuichiro predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT vanherpencarlaml predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT jonkermariannea predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT nagaotoshitaka predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT saotometakashi predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT hiraihideaki predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT saigusanatsuki predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT takahashihideaki predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT ojirihiroya predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT vanengenvangrunsvenadrianach predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT schalkenjacka predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT fushimichihiro predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade
AT verhaeghgeraldw predictiveandprognosticbiomarkeridentificationinalargecohortofandrogenreceptorpositivesalivaryductcarcinomapatientsscheduledforcombinedandrogenblockade